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A Novel Method to Design Steerable Differential Beamformer Using Linear Acoustics Vector Sensor Array

delete2023-01-01
delete6
PRE
AI
F
Feng Chen
K
Ke Ma
Y
Yapeng Mao
杨德森 (Desen Yang)
Y
Yi Zhang
J
Jie Shi
莫世奇 (Shiqi Mo)
C
Chenyang Gui
S
Song Li *
DOI:10.1109/TASLP.2023.3297960delete
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Abstract

Abstract

En 中文
Differential beamforming techniques have gained significant attention due to their frequency-independent beampatterns, applicability for small apertures, and super-directivity. It is commonly known that the main lobe of a beam pattern based on a linear array is typically aligned with the end-fire direction. However, in some application scenarios, aligning the main lobe in the end-fire direction may not meet the actual requirements. This article focuses on studying the steering problem of differential beamformers based on linear acoustics vector sensor arrays (LAVSs). We propose a steerable differential beamformer for LAVSs, which addresses the problem of non-steerable beam patterns of linear arrays. Our approach involves approximating the beam pattern using a series expansion of the weighted steering vector to achieve frequency-independent differential directivity. The major contributions of this article include, but are not limited to, the following: First, we derive the first-order to third-order differential directivity based on the acoustics vector sensor (AVS) signal model, and obtain the weights of the corresponding channels using the least squares method. Second, we provide a theoretical analysis of the steering differential beamformer, demonstrating that the maximum directivity factor (DF) is a function of the steering angle. Finally, we conduct simulation experiments to validate the proposed method.
Keywords:
Differential beamformer
directivity factor (DF)
frequency independent beampatterns
linear acoustics vector sensor arrays (LAVSs)
steering problem

Journal

I
IEEE-ACM Transactions on Audio Speech and Language Processing
IF:
5.1
Papers:
2.6K
Citations:
1.1W

Organization

H
Harbin Engineering University
Scholars:
1.9W
Papers: 1.3W
Citations: 1.3W
P
Peng Cheng Laboratory
Scholars:
1.7K
Papers: 1.7K
Citations: 2.0K